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README.md

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 **AraBART+Morph+GEC<sup>13</sup>** is a Modern Standard Arabic (MSA) grammatical error correction (GEC) model that was built by fine-tuning the [AraBART](https://huggingface.co/moussaKam/AraBART) model.
 For the fine-tuning, we used the [QALB-2015](https://aclanthology.org/W14-3605.pdf) and [QALB-2015](https://aclanthology.org/W15-3204.pdf) datasets. Please note that this model was fine-tuned on morphologically preprocessed text.
 Our fine-tuning procedure and the hyperparameters we used can be found in our paper *"[Advancements in Arabic Grammatical Error Detection and Correction:
-An Empirical Investigation]()."* Our fine-tuning code and data can be found [here](https://github.com/CAMeL-Lab/arabic-gec).
+An Empirical Investigation](https://arxiv.org/abs/2305.14734)."* Our fine-tuning code and data can be found [here](https://github.com/CAMeL-Lab/arabic-gec).
 
 ## Intended uses
 You can use the AraBART+Morph+GEC<sup>13</sup> model as part of an extended version of the [transformers](https://github.com/CAMeL-Lab/arabic-gec) that we make publicly available.
 The GEC model is intended to be used with this [GED](https://huggingface.co/CAMeL-Lab/camelbert-msa-qalb15-ged-13) model as we outlined in the example below.
-We used this GEC model to report results on the QALB-2015-L2 dev and test sets in our [paper]().
+We used this GEC model to report results on the QALB-2015-L2 dev and test sets in our [paper](https://arxiv.org/abs/2305.14734).
 
 #### How to use
 To use the model with our extended version of transformers: